What Is Deep Learning?

Lots of people want to know, what is deep learning and why is it so popular these days? In this video Teb describes the fundamentals machine learning and neural networks, as well as a description of how bias finds its way into these fancy math functions.
Additional resources:
Our Deep Learning Curriculum: https://github.com/Tebs-Lab/intro-to-deep-learning
The gradient descent video I mention: https://www.youtube.com/watch?v=Ilg3gGewQ5U
Amazon's scrapped resume scanner: https://www.reuters.com/article/us-amazon-com-jobs-automation-insight/amazon-scraps-secret-ai-recruiting-tool-that-showed-bias-against-women-idUSKCN1MK08G
Discriminatory sentencing algorithms: https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing

Видео What Is Deep Learning? канала Teb's Lab